Comparative Effectiveness Analysis of Lumpectomy and Mastectomy for Elderly Female Breast Cancer Patients: A Deep Learning-based Big Data Analysis
Wang J, Zhang S, Yi H, Ma S. Comparative Effectiveness Analysis of Lumpectomy and Mastectomy for Elderly Female Breast Cancer Patients: A Deep Learning-based Big Data Analysis. The Yale Journal Of Biology And Medicine 2023, 96: 327-346. PMID: 37781001, PMCID: PMC10524818, DOI: 10.59249/iaju7580.Peer-Reviewed Original ResearchMeSH KeywordsAgedBig DataBreast NeoplasmsComparative Effectiveness ResearchDeep LearningFemaleHumansMastectomyMastectomy, SegmentalMedicareUnited StatesConceptsFemale breast cancer patientsBreast cancer patientsCancer patientsOverall survivalClinical trialsComparative effectivenessElectronic medical record dataRandomized clinical trialsMedical record dataComparative effectiveness analysisMastectomy armSurgical proceduresMedicare dataLumpectomySurgery proceduresMastectomyPatientsStudy designRecord dataTrialsGold standardEMR dataComparable effectsRegression analysisConvincing evidence